Dataset statistics
| Number of variables | 44 |
|---|---|
| Number of observations | 6955 |
| Missing cells | 145049 |
| Missing cells (%) | 47.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.3 MiB |
| Average record size in memory | 352.0 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 14 |
| Unsupported | 15 |
| Text | 4 |
| Boolean | 1 |
TOW_AWAY has constant value "04:00PM-06:00PM MON-FRI" | Constant |
TRAVEL_DIRECTION has constant value "S" | Constant |
NUMBEROFSPACES has constant value "1" | Constant |
HAS_SENSOR has constant value "False" | Constant |
METER_STATE has constant value "ACTIVE" | Constant |
SPACE_STATE has constant value "ACTIVE" | Constant |
BASE_RATE is highly overall correlated with G_PASSPORT_ZONES and 4 other fields | High correlation |
DIR is highly overall correlated with G_PASSPORT_ZONES and 4 other fields | High correlation |
G_DISTRICT is highly overall correlated with G_PASSPORT_ZONES and 5 other fields | High correlation |
G_PASSPORT_ZONES is highly overall correlated with BASE_RATE and 14 other fields | High correlation |
G_PM_ZONE is highly overall correlated with BASE_RATE and 12 other fields | High correlation |
G_SUBZONE is highly overall correlated with G_PASSPORT_ZONES and 9 other fields | High correlation |
INSTALLED_ON is highly overall correlated with G_PASSPORT_ZONES and 7 other fields | High correlation |
LATITUDE is highly overall correlated with METER_ID and 2 other fields | High correlation |
LOCK_ is highly overall correlated with G_DISTRICT and 6 other fields | High correlation |
LONGITUDE is highly overall correlated with G_PASSPORT_ZONES and 5 other fields | High correlation |
METER_ID is highly overall correlated with BASE_RATE and 17 other fields | High correlation |
METER_TYPE is highly overall correlated with G_PASSPORT_ZONES and 7 other fields | High correlation |
OBJECTID is highly overall correlated with BASE_RATE and 15 other fields | High correlation |
PARK_NO_PAY is highly overall correlated with G_PASSPORT_ZONES and 5 other fields | High correlation |
PAY_POLICY is highly overall correlated with G_PASSPORT_ZONES and 5 other fields | High correlation |
SPACE_NUMBER is highly overall correlated with BASE_RATE and 17 other fields | High correlation |
VENDOR is highly overall correlated with G_PASSPORT_ZONES and 7 other fields | High correlation |
X is highly overall correlated with G_PASSPORT_ZONES and 5 other fields | High correlation |
Y is highly overall correlated with LATITUDE and 2 other fields | High correlation |
_id is highly overall correlated with G_PASSPORT_ZONES and 6 other fields | High correlation |
VENDOR is highly imbalanced (87.1%) | Imbalance |
PAY_POLICY is highly imbalanced (56.1%) | Imbalance |
PARK_NO_PAY is highly imbalanced (64.4%) | Imbalance |
LOCK_ is highly imbalanced (97.9%) | Imbalance |
METER_TYPE is highly imbalanced (87.1%) | Imbalance |
G_DISTRICT is highly imbalanced (98.2%) | Imbalance |
BASE_RATE is highly imbalanced (99.6%) | Imbalance |
INSTALLED_ON is highly imbalanced (76.7%) | Imbalance |
METER_ID has 6831 (98.2%) missing values | Missing |
PRE_PAY has 6955 (100.0%) missing values | Missing |
GREEN_DOME has 6955 (100.0%) missing values | Missing |
TOW_AWAY has 6901 (99.2%) missing values | Missing |
STREET_CLEANING has 6955 (100.0%) missing values | Missing |
LOCK__ has 6955 (100.0%) missing values | Missing |
TRAVEL_DIRECTION has 6953 (> 99.9%) missing values | Missing |
FROM_INTERSECTION has 6955 (100.0%) missing values | Missing |
TO_INTERSECTION has 6955 (100.0%) missing values | Missing |
SPACE_NUMBER has 6831 (98.2%) missing values | Missing |
G_PASSPORT_ZONES has 6368 (91.6%) missing values | Missing |
G_PM_ZONE has 6771 (97.4%) missing values | Missing |
POLE_MOUNT has 6955 (100.0%) missing values | Missing |
YOKE has 6955 (100.0%) missing values | Missing |
HOUSING_TYPE has 6955 (100.0%) missing values | Missing |
HOUSING_MANUFACTURER has 6955 (100.0%) missing values | Missing |
SIDEWALKGE has 6955 (100.0%) missing values | Missing |
COIN_SLOTLE has 6955 (100.0%) missing values | Missing |
METER_CONDITION has 6955 (100.0%) missing values | Missing |
PERMIT_RATE has 6955 (100.0%) missing values | Missing |
PURCHASED_DATE has 6955 (100.0%) missing values | Missing |
_id is uniformly distributed | Uniform |
OBJECTID is uniformly distributed | Uniform |
_id has unique values | Unique |
OBJECTID has unique values | Unique |
PRE_PAY is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
GREEN_DOME is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
STREET_CLEANING is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
LOCK__ is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
FROM_INTERSECTION is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
TO_INTERSECTION is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
POLE_MOUNT is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
YOKE is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
HOUSING_TYPE is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
HOUSING_MANUFACTURER is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
SIDEWALKGE is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
COIN_SLOTLE is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
METER_CONDITION is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
PERMIT_RATE is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
PURCHASED_DATE is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2024-09-04 00:49:42.894696 |
|---|---|
| Analysis finished | 2024-09-04 00:56:21.520346 |
| Duration | 6 minutes and 38.63 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
_id
Real number (ℝ)
HIGH CORRELATION UNIFORM UNIQUE
| Distinct | 6955 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3478 |
| Minimum | 1 |
|---|---|
| Maximum | 6955 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 348.7 |
| Q1 | 1739.5 |
| median | 3478 |
| Q3 | 5216.5 |
| 95-th percentile | 6607.3 |
| Maximum | 6955 |
| Range | 6954 |
| Interquartile range (IQR) | 3477 |
Descriptive statistics
| Standard deviation | 2007.8799 |
|---|---|
| Coefficient of variation (CV) | 0.57730877 |
| Kurtosis | -1.2 |
| Mean | 3478 |
| Median Absolute Deviation (MAD) | 1739 |
| Skewness | 0 |
| Sum | 24189490 |
| Variance | 4031581.7 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 4633 | 1 | < 0.1% |
| 4644 | 1 | < 0.1% |
| 4643 | 1 | < 0.1% |
| 4642 | 1 | < 0.1% |
| 4641 | 1 | < 0.1% |
| 4640 | 1 | < 0.1% |
| 4639 | 1 | < 0.1% |
| 4638 | 1 | < 0.1% |
| 4637 | 1 | < 0.1% |
| Other values (6945) | 6945 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 6955 | 1 | |
| 6954 | 1 | |
| 6953 | 1 | |
| 6952 | 1 | |
| 6951 | 1 | |
| 6950 | 1 | |
| 6949 | 1 | |
| 6948 | 1 | |
| 6947 | 1 | |
| 6946 | 1 |
X
Real number (ℝ)
HIGH CORRELATION
| Distinct | 6952 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 769552.06 |
| Minimum | 749959.38 |
|---|---|
| Maximum | 779854.93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.5 KiB |
Quantile statistics
| Minimum | 749959.38 |
|---|---|
| 5-th percentile | 756186.67 |
| Q1 | 765448.44 |
| median | 771280.34 |
| Q3 | 773943.07 |
| 95-th percentile | 778577.56 |
| Maximum | 779854.93 |
| Range | 29895.541 |
| Interquartile range (IQR) | 8494.6338 |
Descriptive statistics
| Standard deviation | 6430.7536 |
|---|---|
| Coefficient of variation (CV) | 0.0083564894 |
| Kurtosis | 0.41525169 |
| Mean | 769552.06 |
| Median Absolute Deviation (MAD) | 4073.9397 |
| Skewness | -0.84690137 |
| Sum | 5.351465 × 109 |
| Variance | 41354592 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 772190.4946 | 2 | < 0.1% |
| 772152.3096 | 2 | < 0.1% |
| 771671.6128 | 1 | < 0.1% |
| 765212.5443 | 1 | < 0.1% |
| 765633.1091 | 1 | < 0.1% |
| 765661.8472 | 1 | < 0.1% |
| 765365.1697 | 1 | < 0.1% |
| 765346.1927 | 1 | < 0.1% |
| 765326.9453 | 1 | < 0.1% |
| 765307.9683 | 1 | < 0.1% |
| Other values (6942) | 6942 |
| Value | Count | Frequency (%) |
| 749959.3842 | 1 | |
| 749972.1506 | 1 | |
| 749985.1876 | 1 | |
| 749997.9556 | 1 | |
| 750010.9924 | 1 | |
| 750023.7591 | 1 | |
| 750036.7958 | 1 | |
| 750049.5641 | 1 | |
| 750062.6009 | 1 | |
| 750075.3676 | 1 |
| Value | Count | Frequency (%) |
| 779854.9255 | 1 | |
| 779840.3513 | 1 | |
| 779837.5679 | 1 | |
| 779827.4498 | 1 | |
| 779821.5522 | 1 | |
| 779814.0154 | 1 | |
| 779804.9997 | 1 | |
| 779799.5135 | 1 | |
| 779787.9085 | 1 | |
| 779786.4138 | 1 |
Y
Real number (ℝ)
HIGH CORRELATION
| Distinct | 6953 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2952463.2 |
| Minimum | 2946649.9 |
|---|---|
| Maximum | 2962597 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.5 KiB |
Quantile statistics
| Minimum | 2946649.9 |
|---|---|
| 5-th percentile | 2947989.2 |
| Q1 | 2950978 |
| median | 2952683.5 |
| Q3 | 2953629.4 |
| 95-th percentile | 2956915.8 |
| Maximum | 2962597 |
| Range | 15947.114 |
| Interquartile range (IQR) | 2651.4333 |
Descriptive statistics
| Standard deviation | 2615.011 |
|---|---|
| Coefficient of variation (CV) | 0.00088570486 |
| Kurtosis | 1.1639383 |
| Mean | 2952463.2 |
| Median Absolute Deviation (MAD) | 1305.0171 |
| Skewness | 0.37404136 |
| Sum | 2.0531429 × 1010 |
| Variance | 6838282.6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2956423.307 | 2 | < 0.1% |
| 2953700.433 | 1 | < 0.1% |
| 2948789.663 | 1 | < 0.1% |
| 2948605.298 | 1 | < 0.1% |
| 2948588.305 | 1 | < 0.1% |
| 2948571.678 | 1 | < 0.1% |
| 2948703.287 | 1 | < 0.1% |
| 2948714.13 | 1 | < 0.1% |
| 2948724.972 | 1 | < 0.1% |
| 2948735.814 | 1 | < 0.1% |
| Other values (6943) | 6943 |
| Value | Count | Frequency (%) |
| 2946649.905 | 1 | |
| 2946662.541 | 1 | |
| 2946674.813 | 1 | |
| 2946687.448 | 1 | |
| 2946699.72 | 1 | |
| 2946712.356 | 1 | |
| 2946724.627 | 1 | |
| 2946737.264 | 1 | |
| 2946749.535 | 1 | |
| 2946762.171 | 1 |
| Value | Count | Frequency (%) |
| 2962597.02 | 1 | |
| 2962571.995 | 1 | |
| 2962560.75 | 1 | |
| 2962539.329 | 1 | |
| 2962526.987 | 1 | |
| 2962496.155 | 1 | |
| 2962487.806 | 1 | |
| 2962455.882 | 1 | |
| 2962447.18 | 1 | |
| 2962409.542 | 1 |
OBJECTID
Real number (ℝ)
HIGH CORRELATION UNIFORM UNIQUE
| Distinct | 6955 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3478 |
| Minimum | 1 |
|---|---|
| Maximum | 6955 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 348.7 |
| Q1 | 1739.5 |
| median | 3478 |
| Q3 | 5216.5 |
| 95-th percentile | 6607.3 |
| Maximum | 6955 |
| Range | 6954 |
| Interquartile range (IQR) | 3477 |
Descriptive statistics
| Standard deviation | 2007.8799 |
|---|---|
| Coefficient of variation (CV) | 0.57730877 |
| Kurtosis | -1.2 |
| Mean | 3478 |
| Median Absolute Deviation (MAD) | 1739 |
| Skewness | 0 |
| Sum | 24189490 |
| Variance | 4031581.7 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 4633 | 1 | < 0.1% |
| 4644 | 1 | < 0.1% |
| 4643 | 1 | < 0.1% |
| 4642 | 1 | < 0.1% |
| 4641 | 1 | < 0.1% |
| 4640 | 1 | < 0.1% |
| 4639 | 1 | < 0.1% |
| 4638 | 1 | < 0.1% |
| 4637 | 1 | < 0.1% |
| Other values (6945) | 6945 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 6955 | 1 | |
| 6954 | 1 | |
| 6953 | 1 | |
| 6952 | 1 | |
| 6951 | 1 | |
| 6950 | 1 | |
| 6949 | 1 | |
| 6948 | 1 | |
| 6947 | 1 | |
| 6946 | 1 |
METER_ID
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 124 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 6831 |
| Missing (%) | 98.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 450183.44 |
| Minimum | 450001 |
|---|---|
| Maximum | 450703 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.5 KiB |
Quantile statistics
| Minimum | 450001 |
|---|---|
| 5-th percentile | 450007.15 |
| Q1 | 450033.75 |
| median | 450064.5 |
| Q3 | 450502.25 |
| 95-th percentile | 450603.85 |
| Maximum | 450703 |
| Range | 702 |
| Interquartile range (IQR) | 468.5 |
Descriptive statistics
| Standard deviation | 229.3121 |
|---|---|
| Coefficient of variation (CV) | 0.00050937479 |
| Kurtosis | -0.55710269 |
| Mean | 450183.44 |
| Median Absolute Deviation (MAD) | 35 |
| Skewness | 1.1168782 |
| Sum | 55822747 |
| Variance | 52584.037 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 450083 | 1 | < 0.1% |
| 450502 | 1 | < 0.1% |
| 450501 | 1 | < 0.1% |
| 450101 | 1 | < 0.1% |
| 450100 | 1 | < 0.1% |
| 450099 | 1 | < 0.1% |
| 450098 | 1 | < 0.1% |
| 450097 | 1 | < 0.1% |
| 450095 | 1 | < 0.1% |
| 450093 | 1 | < 0.1% |
| Other values (114) | 114 | 1.6% |
| (Missing) | 6831 |
| Value | Count | Frequency (%) |
| 450001 | 1 | |
| 450002 | 1 | |
| 450003 | 1 | |
| 450004 | 1 | |
| 450005 | 1 | |
| 450006 | 1 | |
| 450007 | 1 | |
| 450008 | 1 | |
| 450009 | 1 | |
| 450010 | 1 |
| Value | Count | Frequency (%) |
| 450703 | 1 | |
| 450702 | 1 | |
| 450701 | 1 | |
| 450700 | 1 | |
| 450606 | 1 | |
| 450605 | 1 | |
| 450604 | 1 | |
| 450603 | 1 | |
| 450602 | 1 | |
| 450601 | 1 |
VENDOR
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 54.5 KiB |
| IPS | |
|---|---|
| Parkeon | 124 |
Length
| Max length | 7 |
|---|---|
| Median length | 3 |
| Mean length | 3.0713259 |
| Min length | 3 |
Characters and Unicode
| Total characters | 21358 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Parkeon |
|---|---|
| 2nd row | Parkeon |
| 3rd row | Parkeon |
| 4th row | Parkeon |
| 5th row | Parkeon |
Common Values
| Value | Count | Frequency (%) |
| IPS | 6830 | |
| Parkeon | 124 | 1.8% |
| (Missing) | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ips | 6830 | |
| parkeon | 124 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 6954 | |
| I | 6830 | |
| S | 6830 | |
| a | 124 | 0.6% |
| r | 124 | 0.6% |
| k | 124 | 0.6% |
| e | 124 | 0.6% |
| o | 124 | 0.6% |
| n | 124 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 20614 | |
| Lowercase Letter | 744 | 3.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 124 | |
| r | 124 | |
| k | 124 | |
| e | 124 | |
| o | 124 | |
| n | 124 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 6954 | |
| I | 6830 | |
| S | 6830 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 21358 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| P | 6954 | |
| I | 6830 | |
| S | 6830 | |
| a | 124 | 0.6% |
| r | 124 | 0.6% |
| k | 124 | 0.6% |
| e | 124 | 0.6% |
| o | 124 | 0.6% |
| n | 124 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 21358 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| P | 6954 | |
| I | 6830 | |
| S | 6830 | |
| a | 124 | 0.6% |
| r | 124 | 0.6% |
| k | 124 | 0.6% |
| e | 124 | 0.6% |
| o | 124 | 0.6% |
| n | 124 | 0.6% |
PAY_POLICY
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Memory size | 54.5 KiB |
| 08:00AM-08:00PM MON-SAT $0.25 120 | |
|---|---|
| 08:00AM-06:00PM MON-SAT $0.25 120 | |
| 08:00AM-06:00PM MON-SAT $0.25 240 | |
| 08:00AM-06:00PM MON-FRI $0.25 120 | 253 |
| 08:00AM-08:00PM MON-SAT $0.25 240 | 81 |
| Other values (23) |
Length
| Max length | 134 |
|---|---|
| Median length | 33 |
| Mean length | 34.155185 |
| Min length | 29 |
Characters and Unicode
| Total characters | 237481 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 08:00AM-08:00PM MON-SAT $0.25 120 |
|---|---|
| 2nd row | 08:00AM-08:00PM MON-SAT $0.25 120 |
| 3rd row | 08:00AM-08:00PM MON-SAT $0.25 120 |
| 4th row | 08:00AM-08:00PM MON-SAT $0.25 120 |
| 5th row | 08:00AM-08:00PM MON-SAT $0.25 120 |
Common Values
| Value | Count | Frequency (%) |
| 08:00AM-08:00PM MON-SAT $0.25 120 | 2725 | |
| 08:00AM-06:00PM MON-SAT $0.25 120 | 2668 | |
| 08:00AM-06:00PM MON-SAT $0.25 240 | 855 | 12.3% |
| 08:00AM-06:00PM MON-FRI $0.25 120 | 253 | 3.6% |
| 08:00AM-08:00PM MON-SAT $0.25 240 | 81 | 1.2% |
| 10:00AM-06:00PM MON-SAT $0.25 120 | 52 | 0.7% |
| 08:00AM-04:00PM MON-FRI $0.25 120, 08:00AM-06:00PM SAT $0.25 120 | 48 | 0.7% |
| 08:00AM-08:00PM MON-SAT $0.25 720 | 39 | 0.6% |
| 08:00AM-08:00PM SAT $0.25 120, 09:30AM-04:00PM MON-FRI $0.25 120, 06:00PM-08:00PM MON-FRI $0.25 120 | 35 | 0.5% |
| 09:00AM-05:00PM MON-SAT $0.25 120 | 32 | 0.5% |
| Other values (18) | 165 | 2.4% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0.25 | 7188 | |
| mon-sat | 6502 | |
| 120 | 6222 | |
| 08:00am-06:00pm | 3889 | |
| 08:00am-08:00pm | 2946 | |
| 240 | 936 | 3.2% |
| mon-fri | 507 | 1.8% |
| sat | 195 | 0.7% |
| 08:00am-04:00pm | 71 | 0.2% |
| 09:30am-04:00pm | 65 | 0.2% |
| Other values (17) | 299 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 57492 | |
| 21867 | 9.2% | |
| M | 21419 | 9.0% |
| : | 14410 | 6.1% |
| 2 | 14394 | 6.1% |
| - | 14215 | 6.0% |
| A | 13848 | 5.8% |
| 8 | 9965 | 4.2% |
| P | 7260 | 3.1% |
| 5 | 7245 | 3.1% |
| Other values (17) | 55366 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 100862 | |
| Uppercase Letter | 71465 | |
| Space Separator | 21867 | 9.2% |
| Other Punctuation | 21867 | 9.2% |
| Dash Punctuation | 14215 | 6.0% |
| Currency Symbol | 7205 | 3.0% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 21419 | |
| A | 13848 | |
| P | 7260 | 10.2% |
| N | 7010 | 9.8% |
| O | 7009 | 9.8% |
| S | 6699 | 9.4% |
| T | 6698 | 9.4% |
| F | 507 | 0.7% |
| R | 507 | 0.7% |
| I | 507 | 0.7% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 57492 | |
| 2 | 14394 | 14.3% |
| 8 | 9965 | 9.9% |
| 5 | 7245 | 7.2% |
| 1 | 6360 | 6.3% |
| 6 | 4020 | 4.0% |
| 4 | 1085 | 1.1% |
| 9 | 139 | 0.1% |
| 3 | 123 | 0.1% |
| 7 | 39 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 14410 | |
| . | 7205 | |
| , | 252 | 1.2% |
Space Separator
| Value | Count | Frequency (%) |
| 21867 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 14215 |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 7205 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 166016 | |
| Latin | 71465 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 57492 | |
| 21867 | 13.2% | |
| : | 14410 | 8.7% |
| 2 | 14394 | 8.7% |
| - | 14215 | 8.6% |
| 8 | 9965 | 6.0% |
| 5 | 7245 | 4.4% |
| $ | 7205 | 4.3% |
| . | 7205 | 4.3% |
| 1 | 6360 | 3.8% |
| Other values (6) | 5658 | 3.4% |
Latin
| Value | Count | Frequency (%) |
| M | 21419 | |
| A | 13848 | |
| P | 7260 | 10.2% |
| N | 7010 | 9.8% |
| O | 7009 | 9.8% |
| S | 6699 | 9.4% |
| T | 6698 | 9.4% |
| F | 507 | 0.7% |
| R | 507 | 0.7% |
| I | 507 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 237481 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 57492 | |
| 21867 | 9.2% | |
| M | 21419 | 9.0% |
| : | 14410 | 6.1% |
| 2 | 14394 | 6.1% |
| - | 14215 | 6.0% |
| A | 13848 | 5.8% |
| 8 | 9965 | 4.2% |
| P | 7260 | 3.1% |
| 5 | 7245 | 3.1% |
| Other values (17) | 55366 |
PRE_PAY
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 6955 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 54.5 KiB |
PARK_NO_PAY
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Memory size | 54.5 KiB |
| 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 06:00PM-24:00AM MON-SAT | |
|---|---|
| 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 08:00PM-24:00AM MON-SAT | |
| 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-FRI, 00:00AM-24:00AM SAT, 06:00PM-24:00AM MON-FRI | 253 |
| 00:00AM-24:00AM SUN, 00:00AM-10:00AM MON-SAT, 06:00PM-24:00AM MON-SAT | 52 |
| 00:00AM-24:00AM SUN, 00:00AM-09:30AM MON-FRI, 00:00AM-08:00AM SAT, 08:00PM-24:00AM MON-SAT | 49 |
| Other values (15) | 199 |
Length
| Max length | 111 |
|---|---|
| Median length | 69 |
| Mean length | 70.386452 |
| Min length | 48 |
Characters and Unicode
| Total characters | 489397 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 08:00PM-24:00AM MON-SAT |
|---|---|
| 2nd row | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 08:00PM-24:00AM MON-SAT |
| 3rd row | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 08:00PM-24:00AM MON-SAT |
| 4th row | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 08:00PM-24:00AM MON-SAT |
| 5th row | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 08:00PM-24:00AM MON-SAT |
Common Values
| Value | Count | Frequency (%) |
| 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 06:00PM-24:00AM MON-SAT | 3523 | |
| 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 08:00PM-24:00AM MON-SAT | 2877 | |
| 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-FRI, 00:00AM-24:00AM SAT, 06:00PM-24:00AM MON-FRI | 253 | 3.6% |
| 00:00AM-24:00AM SUN, 00:00AM-10:00AM MON-SAT, 06:00PM-24:00AM MON-SAT | 52 | 0.7% |
| 00:00AM-24:00AM SUN, 00:00AM-09:30AM MON-FRI, 00:00AM-08:00AM SAT, 08:00PM-24:00AM MON-SAT | 49 | 0.7% |
| 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 04:00PM-24:00AM MON-FRI, 06:00PM-24:00AM SAT | 48 | 0.7% |
| 00:00AM-24:00AM SUN, 00:00AM-09:00AM MON-SAT, 05:00PM-24:00AM MON-SAT | 32 | 0.5% |
| 00:00AM-24:00AM SUN, 00:00AM-09:30AM MON-FRI, 00:00AM-08:00AM SAT, 04:00PM-24:00AM MON-FRI, 06:00PM-24:00AM SAT | 30 | 0.4% |
| 00:00AM-24:00AM SUN, 00:00AM-11:00AM MON-SAT, 08:00PM-24:00AM MON-SAT | 28 | 0.4% |
| 00:00AM-24:00AM SUN, 00:00AM-09:30AM MON-FRI, 00:00AM-08:00AM SAT, 06:00PM-24:00AM MON-SAT | 24 | 0.3% |
| Other values (10) | 37 | 0.5% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| mon-sat | 13178 | |
| 00:00am-24:00am | 7207 | |
| sun | 6947 | |
| 00:00am-08:00am | 6840 | |
| 06:00pm-24:00am | 3942 | 9.2% |
| 08:00pm-24:00am | 2975 | 7.0% |
| mon-fri | 716 | 1.7% |
| sat | 471 | 1.1% |
| 00:00am-09:30am | 107 | 0.3% |
| 04:00pm-24:00am | 86 | 0.2% |
| Other values (8) | 169 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 127793 | |
| M | 56532 | |
| A | 49241 | 10.1% |
| : | 42638 | 8.7% |
| 35685 | 7.3% | |
| - | 35220 | 7.2% |
| N | 20848 | 4.3% |
| S | 20605 | 4.2% |
| , | 14366 | 2.9% |
| 4 | 14341 | 2.9% |
| Other values (14) | 72128 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 190936 | |
| Decimal Number | 170552 | |
| Other Punctuation | 57004 | 11.6% |
| Space Separator | 35685 | 7.3% |
| Dash Punctuation | 35220 | 7.2% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 56532 | |
| A | 49241 | |
| N | 20848 | 10.9% |
| S | 20605 | 10.8% |
| O | 13894 | 7.3% |
| T | 13651 | 7.1% |
| P | 7048 | 3.7% |
| U | 6954 | 3.6% |
| F | 721 | 0.4% |
| R | 721 | 0.4% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 127793 | |
| 4 | 14341 | 8.4% |
| 2 | 14254 | 8.4% |
| 8 | 9815 | 5.8% |
| 6 | 3942 | 2.3% |
| 9 | 139 | 0.1% |
| 3 | 115 | 0.1% |
| 1 | 113 | 0.1% |
| 5 | 40 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 42638 | |
| , | 14366 | 25.2% |
Space Separator
| Value | Count | Frequency (%) |
| 35685 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 35220 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 298461 | |
| Latin | 190936 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 127793 | |
| : | 42638 | 14.3% |
| 35685 | 12.0% | |
| - | 35220 | 11.8% |
| , | 14366 | 4.8% |
| 4 | 14341 | 4.8% |
| 2 | 14254 | 4.8% |
| 8 | 9815 | 3.3% |
| 6 | 3942 | 1.3% |
| 9 | 139 | < 0.1% |
| Other values (3) | 268 | 0.1% |
Latin
| Value | Count | Frequency (%) |
| M | 56532 | |
| A | 49241 | |
| N | 20848 | 10.9% |
| S | 20605 | 10.8% |
| O | 13894 | 7.3% |
| T | 13651 | 7.1% |
| P | 7048 | 3.7% |
| U | 6954 | 3.6% |
| F | 721 | 0.4% |
| R | 721 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 489397 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 127793 | |
| M | 56532 | |
| A | 49241 | 10.1% |
| : | 42638 | 8.7% |
| 35685 | 7.3% | |
| - | 35220 | 7.2% |
| N | 20848 | 4.3% |
| S | 20605 | 4.2% |
| , | 14366 | 2.9% |
| 4 | 14341 | 2.9% |
| Other values (14) | 72128 |
GREEN_DOME
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 6955 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 54.5 KiB |
TOW_AWAY
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 6901 |
| Missing (%) | 99.2% |
| Memory size | 54.5 KiB |
| 04:00PM-06:00PM MON-FRI |
|---|
Length
| Max length | 23 |
|---|---|
| Median length | 23 |
| Mean length | 23 |
| Min length | 23 |
Characters and Unicode
| Total characters | 1242 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 04:00PM-06:00PM MON-FRI |
|---|---|
| 2nd row | 04:00PM-06:00PM MON-FRI |
| 3rd row | 04:00PM-06:00PM MON-FRI |
| 4th row | 04:00PM-06:00PM MON-FRI |
| 5th row | 04:00PM-06:00PM MON-FRI |
Common Values
| Value | Count | Frequency (%) |
| 04:00PM-06:00PM MON-FRI | 54 | 0.8% |
| (Missing) | 6901 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 04:00pm-06:00pm | 54 | |
| mon-fri | 54 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 324 | |
| M | 162 | |
| : | 108 | 8.7% |
| P | 108 | 8.7% |
| - | 108 | 8.7% |
| 4 | 54 | 4.3% |
| 6 | 54 | 4.3% |
| 54 | 4.3% | |
| O | 54 | 4.3% |
| N | 54 | 4.3% |
| Other values (3) | 162 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 540 | |
| Decimal Number | 432 | |
| Other Punctuation | 108 | 8.7% |
| Dash Punctuation | 108 | 8.7% |
| Space Separator | 54 | 4.3% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 162 | |
| P | 108 | |
| O | 54 | 10.0% |
| N | 54 | 10.0% |
| F | 54 | 10.0% |
| R | 54 | 10.0% |
| I | 54 | 10.0% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 324 | |
| 4 | 54 | 12.5% |
| 6 | 54 | 12.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 108 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 108 |
Space Separator
| Value | Count | Frequency (%) |
| 54 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 702 | |
| Latin | 540 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| M | 162 | |
| P | 108 | |
| O | 54 | 10.0% |
| N | 54 | 10.0% |
| F | 54 | 10.0% |
| R | 54 | 10.0% |
| I | 54 | 10.0% |
Common
| Value | Count | Frequency (%) |
| 0 | 324 | |
| : | 108 | 15.4% |
| - | 108 | 15.4% |
| 4 | 54 | 7.7% |
| 6 | 54 | 7.7% |
| 54 | 7.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1242 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 324 | |
| M | 162 | |
| : | 108 | 8.7% |
| P | 108 | 8.7% |
| - | 108 | 8.7% |
| 4 | 54 | 4.3% |
| 6 | 54 | 4.3% |
| 54 | 4.3% | |
| O | 54 | 4.3% |
| N | 54 | 4.3% |
| Other values (3) | 162 |
STREET_CLEANING
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 6955 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 54.5 KiB |
DIR
Categorical
HIGH CORRELATION
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 3 |
| Missing (%) | < 0.1% |
| Memory size | 54.5 KiB |
| W | |
|---|---|
| S | |
| N | |
| E | |
| s | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 6952 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | N |
|---|---|
| 2nd row | S |
| 3rd row | N |
| 4th row | S |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| W | 1827 | |
| S | 1731 | |
| N | 1722 | |
| E | 1671 | |
| s | 1 | < 0.1% |
| (Missing) | 3 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| w | 1827 | |
| s | 1732 | |
| n | 1722 | |
| e | 1671 |
Most occurring characters
| Value | Count | Frequency (%) |
| W | 1827 | |
| S | 1731 | |
| N | 1722 | |
| E | 1671 | |
| s | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 6951 | |
| Lowercase Letter | 1 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 1827 | |
| S | 1731 | |
| N | 1722 | |
| E | 1671 |
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6952 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| W | 1827 | |
| S | 1731 | |
| N | 1722 | |
| E | 1671 | |
| s | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6952 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| W | 1827 | |
| S | 1731 | |
| N | 1722 | |
| E | 1671 | |
| s | 1 | < 0.1% |
BLK_NO
Text
| Distinct | 281 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 54.5 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 4 |
| Mean length | 3.9791487 |
| Min length | 1 |
Characters and Unicode
| Total characters | 27671 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | ARLI |
|---|---|
| 2nd row | ARLI |
| 3rd row | ARLI |
| 4th row | ARLI |
| 5th row | ARLI |
| Value | Count | Frequency (%) |
| comm | 311 | 4.1% |
| mass | 227 | 3.0% |
| char | 206 | 2.7% |
| e | 202 | 2.7% |
| beac | 169 | 2.2% |
| alba | 161 | 2.1% |
| hunt | 152 | 2.0% |
| st | 151 | 2.0% |
| berk | 140 | 1.9% |
| marl | 126 | 1.7% |
| Other values (265) | 5676 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 3350 | 12.1% |
| R | 2660 | 9.6% |
| E | 2154 | 7.8% |
| M | 1719 | 6.2% |
| C | 1676 | 6.1% |
| S | 1642 | 5.9% |
| L | 1552 | 5.6% |
| B | 1545 | 5.6% |
| O | 1450 | 5.2% |
| N | 1353 | 4.9% |
| Other values (17) | 8570 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 27030 | |
| Space Separator | 567 | 2.0% |
| Other Punctuation | 74 | 0.3% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 3350 | |
| R | 2660 | 9.8% |
| E | 2154 | 8.0% |
| M | 1719 | 6.4% |
| C | 1676 | 6.2% |
| S | 1642 | 6.1% |
| L | 1552 | 5.7% |
| B | 1545 | 5.7% |
| O | 1450 | 5.4% |
| N | 1353 | 5.0% |
| Other values (15) | 7929 |
Space Separator
| Value | Count | Frequency (%) |
| 567 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 74 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 27030 | |
| Common | 641 | 2.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 3350 | |
| R | 2660 | 9.8% |
| E | 2154 | 8.0% |
| M | 1719 | 6.4% |
| C | 1676 | 6.2% |
| S | 1642 | 6.1% |
| L | 1552 | 5.7% |
| B | 1545 | 5.7% |
| O | 1450 | 5.4% |
| N | 1353 | 5.0% |
| Other values (15) | 7929 |
Common
| Value | Count | Frequency (%) |
| 567 | ||
| / | 74 | 11.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 27671 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 3350 | 12.1% |
| R | 2660 | 9.6% |
| E | 2154 | 7.8% |
| M | 1719 | 6.2% |
| C | 1676 | 6.1% |
| S | 1642 | 5.9% |
| L | 1552 | 5.6% |
| B | 1545 | 5.6% |
| O | 1450 | 5.2% |
| N | 1353 | 4.9% |
| Other values (17) | 8570 |
STREET
Text
| Distinct | 188 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 54.5 KiB |
Length
| Max length | 23 |
|---|---|
| Median length | 21 |
| Mean length | 11.270779 |
| Min length | 7 |
Characters and Unicode
| Total characters | 78377 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 17 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | NEWBURY ST A-B |
|---|---|
| 2nd row | NEWBURY ST A-B |
| 3rd row | NEWBURY ST A-B |
| 4th row | NEWBURY ST A-B |
| 5th row | NEWBURY ST A-B |
| Value | Count | Frequency (%) |
| st | 4364 | |
| av | 1626 | 11.0% |
| commonwealth | 721 | 4.9% |
| beacon | 482 | 3.3% |
| rd | 385 | 2.6% |
| tremont | 247 | 1.7% |
| washington | 245 | 1.7% |
| street | 237 | 1.6% |
| harrison | 221 | 1.5% |
| charles | 214 | 1.4% |
| Other values (191) | 6060 |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 9023 | |
| 7848 | 10.0% | |
| S | 7553 | 9.6% |
| A | 6715 | 8.6% |
| E | 6244 | 8.0% |
| N | 5174 | 6.6% |
| O | 5018 | 6.4% |
| R | 4487 | 5.7% |
| L | 2966 | 3.8% |
| M | 2903 | 3.7% |
| Other values (17) | 20446 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 70408 | |
| Space Separator | 7848 | 10.0% |
| Dash Punctuation | 121 | 0.2% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 9023 | |
| S | 7553 | |
| A | 6715 | 9.5% |
| E | 6244 | 8.9% |
| N | 5174 | 7.3% |
| O | 5018 | 7.1% |
| R | 4487 | 6.4% |
| L | 2966 | 4.2% |
| M | 2903 | 4.1% |
| H | 2860 | 4.1% |
| Other values (15) | 17465 |
Space Separator
| Value | Count | Frequency (%) |
| 7848 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 121 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 70408 | |
| Common | 7969 | 10.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| T | 9023 | |
| S | 7553 | |
| A | 6715 | 9.5% |
| E | 6244 | 8.9% |
| N | 5174 | 7.3% |
| O | 5018 | 7.1% |
| R | 4487 | 6.4% |
| L | 2966 | 4.2% |
| M | 2903 | 4.1% |
| H | 2860 | 4.1% |
| Other values (15) | 17465 |
Common
| Value | Count | Frequency (%) |
| 7848 | ||
| - | 121 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 78377 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| T | 9023 | |
| 7848 | 10.0% | |
| S | 7553 | 9.6% |
| A | 6715 | 8.6% |
| E | 6244 | 8.0% |
| N | 5174 | 6.6% |
| O | 5018 | 6.4% |
| R | 4487 | 5.7% |
| L | 2966 | 3.8% |
| M | 2903 | 3.7% |
| Other values (17) | 20446 |
LOCK_
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 54.5 KiB |
| 1 | |
|---|---|
| 0 | 14 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 6954 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 6940 | |
| 0 | 14 | 0.2% |
| (Missing) | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 6940 | |
| 0 | 14 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 6940 | |
| 0 | 14 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 6954 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 6940 | |
| 0 | 14 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 6954 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 6940 | |
| 0 | 14 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6954 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 6940 | |
| 0 | 14 | 0.2% |
LOCK__
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 6955 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 54.5 KiB |
LONGITUDE
Real number (ℝ)
HIGH CORRELATION
| Distinct | 6620 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -71.08055 |
| Minimum | -71.153092 |
|---|---|
| Maximum | -71.042454 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6954 |
| Negative (%) | > 99.9% |
| Memory size | 54.5 KiB |
Quantile statistics
| Minimum | -71.153092 |
|---|---|
| 5-th percentile | -71.129991 |
| Q1 | -71.095743 |
| median | -71.074181 |
| Q3 | -71.064317 |
| 95-th percentile | -71.047194 |
| Maximum | -71.042454 |
| Range | 0.110638 |
| Interquartile range (IQR) | 0.0314265 |
Descriptive statistics
| Standard deviation | 0.023803474 |
|---|---|
| Coefficient of variation (CV) | -0.00033488028 |
| Kurtosis | 0.41455712 |
| Mean | -71.08055 |
| Median Absolute Deviation (MAD) | 0.01508 |
| Skewness | -0.8459397 |
| Sum | -494294.14 |
| Variance | 0.00056660539 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -71.071976 | 3 | < 0.1% |
| -71.070886 | 3 | < 0.1% |
| -71.096456 | 3 | < 0.1% |
| -71.074077 | 3 | < 0.1% |
| -71.094054 | 3 | < 0.1% |
| -71.072068 | 3 | < 0.1% |
| -71.059879 | 3 | < 0.1% |
| -71.057288 | 3 | < 0.1% |
| -71.07353 | 3 | < 0.1% |
| -71.07081 | 3 | < 0.1% |
| Other values (6610) | 6924 |
| Value | Count | Frequency (%) |
| -71.153092 | 1 | |
| -71.153045 | 1 | |
| -71.152997 | 1 | |
| -71.15295 | 1 | |
| -71.152902 | 1 | |
| -71.152855 | 1 | |
| -71.152807 | 1 | |
| -71.15276 | 1 | |
| -71.152712 | 1 | |
| -71.152665 | 1 |
| Value | Count | Frequency (%) |
| -71.042454 | 1 | |
| -71.042511 | 1 | |
| -71.042518 | 1 | |
| -71.042559 | 1 | |
| -71.042577 | 1 | |
| -71.042609 | 1 | |
| -71.042638 | 1 | |
| -71.042663 | 1 | |
| -71.042701 | 1 | |
| -71.042712 | 1 |
LATITUDE
Real number (ℝ)
HIGH CORRELATION
| Distinct | 5791 |
|---|---|
| Distinct (%) | 83.3% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.348942 |
| Minimum | 42.333067 |
|---|---|
| Maximum | 42.376649 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.5 KiB |
Quantile statistics
| Minimum | 42.333067 |
|---|---|
| 5-th percentile | 42.336721 |
| Q1 | 42.344883 |
| median | 42.349549 |
| Q3 | 42.352144 |
| 95-th percentile | 42.361097 |
| Maximum | 42.376649 |
| Range | 0.043582 |
| Interquartile range (IQR) | 0.00726075 |
Descriptive statistics
| Standard deviation | 0.0071495998 |
|---|---|
| Coefficient of variation (CV) | 0.00016882593 |
| Kurtosis | 1.1562212 |
| Mean | 42.348942 |
| Median Absolute Deviation (MAD) | 0.0035825 |
| Skewness | 0.37039851 |
| Sum | 294494.55 |
| Variance | 5.1116777 × 10-5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 42.347454 | 6 | 0.1% |
| 42.347456 | 6 | 0.1% |
| 42.347455 | 6 | 0.1% |
| 42.348014 | 5 | 0.1% |
| 42.349797 | 5 | 0.1% |
| 42.348007 | 5 | 0.1% |
| 42.350135 | 5 | 0.1% |
| 42.353366 | 5 | 0.1% |
| 42.348015 | 5 | 0.1% |
| 42.350428 | 4 | 0.1% |
| Other values (5781) | 6902 |
| Value | Count | Frequency (%) |
| 42.333067 | 1 | |
| 42.333102 | 1 | |
| 42.333136 | 1 | |
| 42.333171 | 1 | |
| 42.333205 | 1 | |
| 42.33324 | 1 | |
| 42.333274 | 1 | |
| 42.333309 | 1 | |
| 42.333343 | 1 | |
| 42.333378 | 1 |
| Value | Count | Frequency (%) |
| 42.376649 | 1 | |
| 42.37658 | 1 | |
| 42.376549 | 1 | |
| 42.37649 | 1 | |
| 42.376456 | 1 | |
| 42.376371 | 1 | |
| 42.376348 | 1 | |
| 42.37626 | 1 | |
| 42.376236 | 1 | |
| 42.376133 | 1 |
TRAVEL_DIRECTION
Text
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 6953 |
| Missing (%) | > 99.9% |
| Memory size | 54.5 KiB |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | S |
|---|---|
| 2nd row | S |
| Value | Count | Frequency (%) |
| s | 2 |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 2 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 2 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 2 |
FROM_INTERSECTION
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 6955 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 54.5 KiB |
TO_INTERSECTION
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 6955 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 54.5 KiB |
SPACE_NUMBER
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 124 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 6831 |
| Missing (%) | 98.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 183.44355 |
| Minimum | 1 |
|---|---|
| Maximum | 703 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7.15 |
| Q1 | 33.75 |
| median | 64.5 |
| Q3 | 502.25 |
| 95-th percentile | 603.85 |
| Maximum | 703 |
| Range | 702 |
| Interquartile range (IQR) | 468.5 |
Descriptive statistics
| Standard deviation | 229.3121 |
|---|---|
| Coefficient of variation (CV) | 1.2500418 |
| Kurtosis | -0.55710269 |
| Mean | 183.44355 |
| Median Absolute Deviation (MAD) | 35 |
| Skewness | 1.1168782 |
| Sum | 22747 |
| Variance | 52584.037 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 83 | 1 | < 0.1% |
| 502 | 1 | < 0.1% |
| 501 | 1 | < 0.1% |
| 101 | 1 | < 0.1% |
| 100 | 1 | < 0.1% |
| 99 | 1 | < 0.1% |
| 98 | 1 | < 0.1% |
| 97 | 1 | < 0.1% |
| 95 | 1 | < 0.1% |
| 93 | 1 | < 0.1% |
| Other values (114) | 114 | 1.6% |
| (Missing) | 6831 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 703 | 1 | |
| 702 | 1 | |
| 701 | 1 | |
| 700 | 1 | |
| 606 | 1 | |
| 605 | 1 | |
| 604 | 1 | |
| 603 | 1 | |
| 602 | 1 | |
| 601 | 1 |
NUMBEROFSPACES
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 54.5 KiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 6954 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 6954 | |
| (Missing) | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 6954 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 6954 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 6954 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 6954 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 6954 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 6954 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6954 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 6954 |
METER_TYPE
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 54.5 KiB |
| SINGLE-SPACE | |
|---|---|
| MULTI-SPACE STALL | 124 |
Length
| Max length | 17 |
|---|---|
| Median length | 12 |
| Mean length | 12.089157 |
| Min length | 12 |
Characters and Unicode
| Total characters | 84068 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MULTI-SPACE STALL |
|---|---|
| 2nd row | MULTI-SPACE STALL |
| 3rd row | MULTI-SPACE STALL |
| 4th row | MULTI-SPACE STALL |
| 5th row | MULTI-SPACE STALL |
Common Values
| Value | Count | Frequency (%) |
| SINGLE-SPACE | 6830 | |
| MULTI-SPACE STALL | 124 | 1.8% |
| (Missing) | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| single-space | 6830 | |
| multi-space | 124 | 1.8% |
| stall | 124 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 13908 | |
| E | 13784 | |
| L | 7202 | |
| A | 7078 | |
| I | 6954 | |
| - | 6954 | |
| P | 6954 | |
| C | 6954 | |
| N | 6830 | |
| G | 6830 | |
| Other values (4) | 620 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 76990 | |
| Dash Punctuation | 6954 | 8.3% |
| Space Separator | 124 | 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 13908 | |
| E | 13784 | |
| L | 7202 | |
| A | 7078 | |
| I | 6954 | |
| P | 6954 | |
| C | 6954 | |
| N | 6830 | |
| G | 6830 | |
| T | 248 | 0.3% |
| Other values (2) | 248 | 0.3% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 6954 |
Space Separator
| Value | Count | Frequency (%) |
| 124 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 76990 | |
| Common | 7078 | 8.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 13908 | |
| E | 13784 | |
| L | 7202 | |
| A | 7078 | |
| I | 6954 | |
| P | 6954 | |
| C | 6954 | |
| N | 6830 | |
| G | 6830 | |
| T | 248 | 0.3% |
| Other values (2) | 248 | 0.3% |
Common
| Value | Count | Frequency (%) |
| - | 6954 | |
| 124 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 84068 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 13908 | |
| E | 13784 | |
| L | 7202 | |
| A | 7078 | |
| I | 6954 | |
| - | 6954 | |
| P | 6954 | |
| C | 6954 | |
| N | 6830 | |
| G | 6830 | |
| Other values (4) | 620 | 0.7% |
HAS_SENSOR
Boolean
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 13.7 KiB |
| False | |
|---|---|
| (Missing) | 1 |
| Value | Count | Frequency (%) |
| False | 6954 | |
| (Missing) | 1 | < 0.1% |
G_DISTRICT
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 15 |
| Missing (%) | 0.2% |
| Memory size | 54.5 KiB |
| DISTRICT 0 | |
|---|---|
| DISTRICT 1 | 12 |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 69400 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DISTRICT 0 |
|---|---|
| 2nd row | DISTRICT 0 |
| 3rd row | DISTRICT 0 |
| 4th row | DISTRICT 0 |
| 5th row | DISTRICT 0 |
Common Values
| Value | Count | Frequency (%) |
| DISTRICT 0 | 6928 | |
| DISTRICT 1 | 12 | 0.2% |
| (Missing) | 15 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| district | 6940 | |
| 0 | 6928 | |
| 1 | 12 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 13880 | |
| T | 13880 | |
| D | 6940 | |
| S | 6940 | |
| R | 6940 | |
| C | 6940 | |
| 6940 | ||
| 0 | 6928 | |
| 1 | 12 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 55520 | |
| Space Separator | 6940 | 10.0% |
| Decimal Number | 6940 | 10.0% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 13880 | |
| T | 13880 | |
| D | 6940 | |
| S | 6940 | |
| R | 6940 | |
| C | 6940 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6928 | |
| 1 | 12 | 0.2% |
Space Separator
| Value | Count | Frequency (%) |
| 6940 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 55520 | |
| Common | 13880 | 20.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 13880 | |
| T | 13880 | |
| D | 6940 | |
| S | 6940 | |
| R | 6940 | |
| C | 6940 |
Common
| Value | Count | Frequency (%) |
| 6940 | ||
| 0 | 6928 | |
| 1 | 12 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 69400 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 13880 | |
| T | 13880 | |
| D | 6940 | |
| S | 6940 | |
| R | 6940 | |
| C | 6940 | |
| 6940 | ||
| 0 | 6928 | |
| 1 | 12 | < 0.1% |
G_PASSPORT_ZONES
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 587 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 6368 |
| Missing (%) | 91.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 469.6644 |
| Minimum | 1 |
|---|---|
| Maximum | 1005 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 67.3 |
| Q1 | 257.5 |
| median | 455 |
| Q3 | 689 |
| 95-th percentile | 949.7 |
| Maximum | 1005 |
| Range | 1004 |
| Interquartile range (IQR) | 431.5 |
Descriptive statistics
| Standard deviation | 265.23268 |
|---|---|
| Coefficient of variation (CV) | 0.56472809 |
| Kurtosis | -0.94415444 |
| Mean | 469.6644 |
| Median Absolute Deviation (MAD) | 214 |
| Skewness | 0.16210873 |
| Sum | 275693 |
| Variance | 70348.374 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 575 | 1 | < 0.1% |
| 544 | 1 | < 0.1% |
| 545 | 1 | < 0.1% |
| 546 | 1 | < 0.1% |
| 548 | 1 | < 0.1% |
| 549 | 1 | < 0.1% |
| 550 | 1 | < 0.1% |
| 551 | 1 | < 0.1% |
| 552 | 1 | < 0.1% |
| 554 | 1 | < 0.1% |
| Other values (577) | 577 | 8.3% |
| (Missing) | 6368 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 11 | 1 | |
| 13 | 1 |
| Value | Count | Frequency (%) |
| 1005 | 1 | |
| 1002 | 1 | |
| 1001 | 1 | |
| 1000 | 1 | |
| 999 | 1 | |
| 995 | 1 | |
| 994 | 1 | |
| 992 | 1 | |
| 991 | 1 | |
| 990 | 1 |
G_PM_ZONE
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 184 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 6771 |
| Missing (%) | 97.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 593.97283 |
| Minimum | 12 |
|---|---|
| Maximum | 1009 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.5 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 37.3 |
| Q1 | 260.25 |
| median | 656.5 |
| Q3 | 906.25 |
| 95-th percentile | 979.55 |
| Maximum | 1009 |
| Range | 997 |
| Interquartile range (IQR) | 646 |
Descriptive statistics
| Standard deviation | 324.1902 |
|---|---|
| Coefficient of variation (CV) | 0.54579971 |
| Kurtosis | -1.2521823 |
| Mean | 593.97283 |
| Median Absolute Deviation (MAD) | 257 |
| Skewness | -0.43639609 |
| Sum | 109291 |
| Variance | 105099.28 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 465 | 1 | < 0.1% |
| 1006 | 1 | < 0.1% |
| 400 | 1 | < 0.1% |
| 410 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 439 | 1 | < 0.1% |
| 442 | 1 | < 0.1% |
| 1007 | 1 | < 0.1% |
| 452 | 1 | < 0.1% |
| 454 | 1 | < 0.1% |
| Other values (174) | 174 | 2.5% |
| (Missing) | 6771 |
| Value | Count | Frequency (%) |
| 12 | 1 | |
| 14 | 1 | |
| 16 | 1 | |
| 20 | 1 | |
| 22 | 1 | |
| 23 | 1 | |
| 25 | 1 | |
| 31 | 1 | |
| 35 | 1 | |
| 37 | 1 |
| Value | Count | Frequency (%) |
| 1009 | 1 | |
| 1007 | 1 | |
| 1006 | 1 | |
| 998 | 1 | |
| 997 | 1 | |
| 996 | 1 | |
| 983 | 1 | |
| 982 | 1 | |
| 981 | 1 | |
| 980 | 1 |
G_SUBZONE
Categorical
HIGH CORRELATION
| Distinct | 46 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 15 |
| Missing (%) | 0.2% |
| Memory size | 54.5 KiB |
| 0DD | 283 |
|---|---|
| 0DF | 268 |
| 0DA | 241 |
| 0AD | 224 |
| 0KE | 220 |
| Other values (41) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 20820 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0MS |
|---|---|
| 2nd row | 0MS |
| 3rd row | 0MS |
| 4th row | 0MS |
| 5th row | 0MS |
Common Values
| Value | Count | Frequency (%) |
| 0DD | 283 | 4.1% |
| 0DF | 268 | 3.9% |
| 0DA | 241 | 3.5% |
| 0AD | 224 | 3.2% |
| 0KE | 220 | 3.2% |
| 0FB | 207 | 3.0% |
| 0BD | 199 | 2.9% |
| 0ED | 198 | 2.8% |
| 0EE | 191 | 2.7% |
| 0KB | 190 | 2.7% |
| Other values (36) | 4719 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0dd | 283 | 4.1% |
| 0df | 268 | 3.9% |
| 0da | 241 | 3.5% |
| 0ad | 224 | 3.2% |
| 0ke | 220 | 3.2% |
| 0fb | 207 | 3.0% |
| 0bd | 199 | 2.9% |
| 0ed | 198 | 2.9% |
| 0ee | 191 | 2.8% |
| 0kb | 190 | 2.7% |
| Other values (36) | 4719 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6940 | |
| D | 2490 | 12.0% |
| C | 2309 | 11.1% |
| E | 1842 | 8.8% |
| A | 1806 | 8.7% |
| F | 1603 | 7.7% |
| B | 1566 | 7.5% |
| K | 863 | 4.1% |
| G | 672 | 3.2% |
| H | 481 | 2.3% |
| Other values (2) | 248 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 13880 | |
| Decimal Number | 6940 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 2490 | |
| C | 2309 | |
| E | 1842 | |
| A | 1806 | |
| F | 1603 | |
| B | 1566 | |
| K | 863 | 6.2% |
| G | 672 | 4.8% |
| H | 481 | 3.5% |
| M | 124 | 0.9% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6940 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 13880 | |
| Common | 6940 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| D | 2490 | |
| C | 2309 | |
| E | 1842 | |
| A | 1806 | |
| F | 1603 | |
| B | 1566 | |
| K | 863 | 6.2% |
| G | 672 | 4.8% |
| H | 481 | 3.5% |
| M | 124 | 0.9% |
Common
| Value | Count | Frequency (%) |
| 0 | 6940 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20820 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 6940 | |
| D | 2490 | 12.0% |
| C | 2309 | 11.1% |
| E | 1842 | 8.8% |
| A | 1806 | 8.7% |
| F | 1603 | 7.7% |
| B | 1566 | 7.5% |
| K | 863 | 4.1% |
| G | 672 | 3.2% |
| H | 481 | 2.3% |
| Other values (2) | 248 | 1.2% |
G_ZONE
Text
| Distinct | 52 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 15 |
| Missing (%) | 0.2% |
| Memory size | 54.5 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 1.9992795 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13875 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | MS |
|---|---|
| 2nd row | MS |
| 3rd row | MS |
| 4th row | MS |
| 5th row | MS |
| Value | Count | Frequency (%) |
| dd | 272 | 3.9% |
| df | 268 | 3.9% |
| da | 241 | 3.5% |
| ke | 224 | 3.2% |
| ad | 224 | 3.2% |
| fb | 207 | 3.0% |
| bd | 199 | 2.9% |
| ed | 197 | 2.8% |
| ee | 191 | 2.8% |
| cd | 189 | 2.7% |
| Other values (38) | 4728 |
Most occurring characters
| Value | Count | Frequency (%) |
| D | 2467 | |
| C | 2318 | |
| E | 1837 | |
| A | 1809 | |
| F | 1607 | |
| B | 1555 | |
| K | 863 | 6.2% |
| G | 673 | 4.9% |
| H | 481 | 3.5% |
| M | 124 | 0.9% |
| Other values (3) | 141 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 13858 | |
| Decimal Number | 11 | 0.1% |
| Dash Punctuation | 6 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 2467 | |
| C | 2318 | |
| E | 1837 | |
| A | 1809 | |
| F | 1607 | |
| B | 1555 | |
| K | 863 | 6.2% |
| G | 673 | 4.9% |
| H | 481 | 3.5% |
| M | 124 | 0.9% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 11 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 13858 | |
| Common | 17 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| D | 2467 | |
| C | 2318 | |
| E | 1837 | |
| A | 1809 | |
| F | 1607 | |
| B | 1555 | |
| K | 863 | 6.2% |
| G | 673 | 4.9% |
| H | 481 | 3.5% |
| M | 124 | 0.9% |
Common
| Value | Count | Frequency (%) |
| 0 | 11 | |
| - | 6 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13875 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| D | 2467 | |
| C | 2318 | |
| E | 1837 | |
| A | 1809 | |
| F | 1607 | |
| B | 1555 | |
| K | 863 | 6.2% |
| G | 673 | 4.9% |
| H | 481 | 3.5% |
| M | 124 | 0.9% |
| Other values (3) | 141 | 1.0% |
BASE_RATE
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 3 |
| Missing (%) | < 0.1% |
| Memory size | 54.5 KiB |
| 0.25 | |
|---|---|
| 0.26 | 2 |
| 2 | 1 |
| 0.5 | 1 |
| 1.25 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.9994246 |
| Min length | 1 |
Characters and Unicode
| Total characters | 27804 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.25 |
|---|---|
| 2nd row | 0.25 |
| 3rd row | 0.25 |
| 4th row | 0.25 |
| 5th row | 0.25 |
Common Values
| Value | Count | Frequency (%) |
| 0.25 | 6947 | |
| 0.26 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| 1.25 | 1 | < 0.1% |
| (Missing) | 3 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.25 | 6947 | |
| 0.26 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| 1.25 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 6951 | |
| 2 | 6951 | |
| 0 | 6950 | |
| 5 | 6949 | |
| 6 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20853 | |
| Other Punctuation | 6951 | 25.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 6951 | |
| 0 | 6950 | |
| 5 | 6949 | |
| 6 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 6951 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 27804 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 6951 | |
| 2 | 6951 | |
| 0 | 6950 | |
| 5 | 6949 | |
| 6 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 27804 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 6951 | |
| 2 | 6951 | |
| 0 | 6950 | |
| 5 | 6949 | |
| 6 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
POLE_MOUNT
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 6955 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 54.5 KiB |
YOKE
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 6955 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 54.5 KiB |
HOUSING_TYPE
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 6955 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 54.5 KiB |
HOUSING_MANUFACTURER
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 6955 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 54.5 KiB |
SIDEWALKGE
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 6955 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 54.5 KiB |
COIN_SLOTLE
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 6955 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 54.5 KiB |
METER_CONDITION
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 6955 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 54.5 KiB |
PERMIT_RATE
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 6955 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 54.5 KiB |
INSTALLED_ON
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 54.5 KiB |
| 4/1/2017 1:00:00 AM | |
|---|---|
| 1/1/2017 12:00:00 AM | 264 |
Length
| Max length | 20 |
|---|---|
| Median length | 19 |
| Mean length | 19.037964 |
| Min length | 19 |
Characters and Unicode
| Total characters | 132390 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1/1/2017 12:00:00 AM |
|---|---|
| 2nd row | 1/1/2017 12:00:00 AM |
| 3rd row | 1/1/2017 12:00:00 AM |
| 4th row | 1/1/2017 12:00:00 AM |
| 5th row | 1/1/2017 12:00:00 AM |
Common Values
| Value | Count | Frequency (%) |
| 4/1/2017 1:00:00 AM | 6690 | |
| 1/1/2017 12:00:00 AM | 264 | 3.8% |
| (Missing) | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| am | 6954 | |
| 4/1/2017 | 6690 | |
| 1:00:00 | 6690 | |
| 1/1/2017 | 264 | 1.3% |
| 12:00:00 | 264 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 34770 | |
| 1 | 21126 | |
| / | 13908 | 10.5% |
| 13908 | 10.5% | |
| : | 13908 | 10.5% |
| 2 | 7218 | 5.5% |
| 7 | 6954 | 5.3% |
| A | 6954 | 5.3% |
| M | 6954 | 5.3% |
| 4 | 6690 | 5.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 76758 | |
| Other Punctuation | 27816 | 21.0% |
| Space Separator | 13908 | 10.5% |
| Uppercase Letter | 13908 | 10.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 34770 | |
| 1 | 21126 | |
| 2 | 7218 | 9.4% |
| 7 | 6954 | 9.1% |
| 4 | 6690 | 8.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 13908 | |
| : | 13908 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 6954 | |
| M | 6954 |
Space Separator
| Value | Count | Frequency (%) |
| 13908 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 118482 | |
| Latin | 13908 | 10.5% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 34770 | |
| 1 | 21126 | |
| / | 13908 | 11.7% |
| 13908 | 11.7% | |
| : | 13908 | 11.7% |
| 2 | 7218 | 6.1% |
| 7 | 6954 | 5.9% |
| 4 | 6690 | 5.6% |
Latin
| Value | Count | Frequency (%) |
| A | 6954 | |
| M | 6954 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 132390 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 34770 | |
| 1 | 21126 | |
| / | 13908 | 10.5% |
| 13908 | 10.5% | |
| : | 13908 | 10.5% |
| 2 | 7218 | 5.5% |
| 7 | 6954 | 5.3% |
| A | 6954 | 5.3% |
| M | 6954 | 5.3% |
| 4 | 6690 | 5.1% |
PURCHASED_DATE
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 6955 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 54.5 KiB |
METER_STATE
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 54.5 KiB |
| ACTIVE |
|---|
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 41724 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ACTIVE |
|---|---|
| 2nd row | ACTIVE |
| 3rd row | ACTIVE |
| 4th row | ACTIVE |
| 5th row | ACTIVE |
Common Values
| Value | Count | Frequency (%) |
| ACTIVE | 6954 | |
| (Missing) | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| active | 6954 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 6954 | |
| C | 6954 | |
| T | 6954 | |
| I | 6954 | |
| V | 6954 | |
| E | 6954 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 41724 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 6954 | |
| C | 6954 | |
| T | 6954 | |
| I | 6954 | |
| V | 6954 | |
| E | 6954 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 41724 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 6954 | |
| C | 6954 | |
| T | 6954 | |
| I | 6954 | |
| V | 6954 | |
| E | 6954 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 41724 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 6954 | |
| C | 6954 | |
| T | 6954 | |
| I | 6954 | |
| V | 6954 | |
| E | 6954 |
SPACE_STATE
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 54.5 KiB |
| ACTIVE |
|---|
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 41724 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ACTIVE |
|---|---|
| 2nd row | ACTIVE |
| 3rd row | ACTIVE |
| 4th row | ACTIVE |
| 5th row | ACTIVE |
Common Values
| Value | Count | Frequency (%) |
| ACTIVE | 6954 | |
| (Missing) | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| active | 6954 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 6954 | |
| C | 6954 | |
| T | 6954 | |
| I | 6954 | |
| V | 6954 | |
| E | 6954 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 41724 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 6954 | |
| C | 6954 | |
| T | 6954 | |
| I | 6954 | |
| V | 6954 | |
| E | 6954 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 41724 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 6954 | |
| C | 6954 | |
| T | 6954 | |
| I | 6954 | |
| V | 6954 | |
| E | 6954 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 41724 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 6954 | |
| C | 6954 | |
| T | 6954 | |
| I | 6954 | |
| V | 6954 | |
| E | 6954 |
| BASE_RATE | DIR | G_DISTRICT | G_PASSPORT_ZONES | G_PM_ZONE | G_SUBZONE | INSTALLED_ON | LATITUDE | LOCK_ | LONGITUDE | METER_ID | METER_TYPE | OBJECTID | PARK_NO_PAY | PAY_POLICY | SPACE_NUMBER | VENDOR | X | Y | _id | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BASE_RATE | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.031 | 0.056 | 0.000 | 0.000 | 0.000 | 1.000 | 0.086 | 1.000 | 0.000 | 0.496 | 1.000 | 0.086 | 0.024 | 0.024 | 0.000 |
| DIR | 0.000 | 1.000 | 0.037 | 1.000 | 1.000 | 0.351 | 0.088 | 0.217 | 0.043 | 0.126 | 1.000 | 0.047 | 1.000 | 0.151 | 0.184 | 1.000 | 0.047 | 0.017 | 0.024 | 0.170 |
| G_DISTRICT | 0.000 | 0.037 | 1.000 | 1.000 | 1.000 | 0.188 | 0.000 | 0.000 | 1.000 | 0.219 | 1.000 | 0.000 | 1.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.017 | 0.012 | 0.081 |
| G_PASSPORT_ZONES | 1.000 | 1.000 | 1.000 | 1.000 | 0.982 | 1.000 | 1.000 | -0.386 | 1.000 | -0.680 | NaN | 1.000 | 0.822 | 1.000 | 1.000 | NaN | 1.000 | -0.679 | -0.395 | 0.822 |
| G_PM_ZONE | 1.000 | 1.000 | 1.000 | 0.982 | 1.000 | 1.000 | 1.000 | -0.144 | 1.000 | -0.216 | 0.600 | 1.000 | -0.196 | 1.000 | 1.000 | 0.600 | 1.000 | -0.216 | -0.148 | -0.196 |
| G_SUBZONE | 0.031 | 0.351 | 0.188 | 1.000 | 1.000 | 1.000 | 0.938 | 0.174 | 1.000 | 0.118 | 1.000 | 0.997 | 1.000 | 0.408 | 0.434 | 1.000 | 0.997 | 0.081 | 0.081 | 0.968 |
| INSTALLED_ON | 0.056 | 0.088 | 0.000 | 1.000 | 1.000 | 0.938 | 1.000 | 0.000 | 0.217 | 0.038 | 1.000 | 0.675 | 1.000 | 0.151 | 0.211 | 1.000 | 0.675 | 0.017 | 0.012 | 0.385 |
| LATITUDE | 0.000 | 0.217 | 0.000 | -0.386 | -0.144 | 0.174 | 0.000 | 1.000 | 0.000 | 0.299 | 0.559 | 0.000 | -0.365 | 0.173 | 0.123 | 0.559 | 0.000 | 0.297 | 1.000 | -0.365 |
| LOCK_ | 0.000 | 0.043 | 1.000 | 1.000 | 1.000 | 1.000 | 0.217 | 0.000 | 1.000 | 0.111 | 1.000 | 0.000 | 1.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.017 | 0.012 | 0.035 |
| LONGITUDE | 0.000 | 0.126 | 0.219 | -0.680 | -0.216 | 0.118 | 0.038 | 0.299 | 0.111 | 1.000 | 0.699 | 0.000 | -0.827 | 0.103 | 0.112 | 0.699 | 0.000 | 1.000 | 0.313 | -0.827 |
| METER_ID | 1.000 | 1.000 | 1.000 | NaN | 0.600 | 1.000 | 1.000 | 0.559 | 1.000 | 0.699 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.699 | 0.559 | 1.000 |
| METER_TYPE | 0.086 | 0.047 | 0.000 | 1.000 | 1.000 | 0.997 | 0.675 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 0.180 | 0.184 | 1.000 | 0.996 | 0.017 | 0.012 | 0.402 |
| OBJECTID | 1.000 | 1.000 | 1.000 | 0.822 | -0.196 | 1.000 | 1.000 | -0.365 | 1.000 | -0.827 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | -0.826 | -0.377 | 1.000 |
| PARK_NO_PAY | 0.000 | 0.151 | 0.000 | 1.000 | 1.000 | 0.408 | 0.151 | 0.173 | 0.000 | 0.103 | 1.000 | 0.180 | 1.000 | 1.000 | 0.999 | 1.000 | 0.180 | 0.052 | 0.052 | 0.333 |
| PAY_POLICY | 0.496 | 0.184 | 0.000 | 1.000 | 1.000 | 0.434 | 0.211 | 0.123 | 0.000 | 0.112 | 1.000 | 0.184 | 1.000 | 0.999 | 1.000 | 1.000 | 0.184 | 0.062 | 0.062 | 0.390 |
| SPACE_NUMBER | 1.000 | 1.000 | 1.000 | NaN | 0.600 | 1.000 | 1.000 | 0.559 | 1.000 | 0.699 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.699 | 0.559 | 1.000 |
| VENDOR | 0.086 | 0.047 | 0.000 | 1.000 | 1.000 | 0.997 | 0.675 | 0.000 | 0.000 | 0.000 | 1.000 | 0.996 | 1.000 | 0.180 | 0.184 | 1.000 | 1.000 | 0.017 | 0.012 | 0.402 |
| X | 0.024 | 0.017 | 0.017 | -0.679 | -0.216 | 0.081 | 0.017 | 0.297 | 0.017 | 1.000 | 0.699 | 0.017 | -0.826 | 0.052 | 0.062 | 0.699 | 0.017 | 1.000 | 0.311 | -0.826 |
| Y | 0.024 | 0.024 | 0.012 | -0.395 | -0.148 | 0.081 | 0.012 | 1.000 | 0.012 | 0.313 | 0.559 | 0.012 | -0.377 | 0.052 | 0.062 | 0.559 | 0.012 | 0.311 | 1.000 | -0.377 |
| _id | 0.000 | 0.170 | 0.081 | 0.822 | -0.196 | 0.968 | 0.385 | -0.365 | 0.035 | -0.827 | 1.000 | 0.402 | 1.000 | 0.333 | 0.390 | 1.000 | 0.402 | -0.826 | -0.377 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| _id | X | Y | OBJECTID | METER_ID | VENDOR | PAY_POLICY | PRE_PAY | PARK_NO_PAY | GREEN_DOME | TOW_AWAY | STREET_CLEANING | DIR | BLK_NO | STREET | LOCK_ | LOCK__ | LONGITUDE | LATITUDE | TRAVEL_DIRECTION | FROM_INTERSECTION | TO_INTERSECTION | SPACE_NUMBER | NUMBEROFSPACES | METER_TYPE | HAS_SENSOR | G_DISTRICT | G_PASSPORT_ZONES | G_PM_ZONE | G_SUBZONE | G_ZONE | BASE_RATE | POLE_MOUNT | YOKE | HOUSING_TYPE | HOUSING_MANUFACTURER | SIDEWALKGE | COIN_SLOTLE | METER_CONDITION | PERMIT_RATE | INSTALLED_ON | PURCHASED_DATE | METER_STATE | SPACE_STATE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 771671.6127543 | 2953700.43340772 | 1 | 450001 | Parkeon | 08:00AM-08:00PM MON-SAT $0.25 120 | None | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 08:00PM-24:00AM MON-SAT | None | None | None | N | ARLI | NEWBURY ST A-B | 1 | None | -71.072687 | 42.352311 | None | None | None | 1 | 1 | MULTI-SPACE STALL | NO | DISTRICT 0 | None | 887 | 0MS | MS | 0.25 | None | None | None | None | None | None | None | None | 1/1/2017 12:00:00 AM | None | ACTIVE | ACTIVE |
| 1 | 2 | 771908.989248052 | 2953745.35523389 | 2 | 450002 | Parkeon | 08:00AM-08:00PM MON-SAT $0.25 120 | None | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 08:00PM-24:00AM MON-SAT | None | None | None | S | ARLI | NEWBURY ST A-B | 1 | None | -71.071808 | 42.352431 | None | None | None | 2 | 1 | MULTI-SPACE STALL | NO | DISTRICT 0 | None | None | 0MS | MS | 0.25 | None | None | None | None | None | None | None | None | 1/1/2017 12:00:00 AM | None | ACTIVE | ACTIVE |
| 2 | 3 | 771592.285813227 | 2953671.61063072 | 3 | 450003 | Parkeon | 08:00AM-08:00PM MON-SAT $0.25 120 | None | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 08:00PM-24:00AM MON-SAT | None | None | None | N | ARLI | NEWBURY ST A-B | 1 | None | -71.072981 | 42.352233 | None | None | None | 3 | 1 | MULTI-SPACE STALL | NO | DISTRICT 0 | None | None | 0MS | MS | 0.25 | None | None | None | None | None | None | None | None | 1/1/2017 12:00:00 AM | None | ACTIVE | ACTIVE |
| 3 | 4 | 771816.443829477 | 2953711.36350398 | 4 | 450004 | Parkeon | 08:00AM-08:00PM MON-SAT $0.25 120 | None | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 08:00PM-24:00AM MON-SAT | None | None | None | S | ARLI | NEWBURY ST A-B | 1 | None | -71.072151 | 42.352339 | None | None | None | 4 | 1 | MULTI-SPACE STALL | NO | DISTRICT 0 | None | None | 0MS | MS | 0.25 | None | None | None | None | None | None | None | None | 1/1/2017 12:00:00 AM | None | ACTIVE | ACTIVE |
| 4 | 5 | 771502.970375061 | 2953640.18746522 | 5 | 450005 | Parkeon | 08:00AM-08:00PM MON-SAT $0.25 120 | None | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 08:00PM-24:00AM MON-SAT | None | None | None | N | ARLI | NEWBURY ST A-B | 1 | None | -71.073312 | 42.352148 | None | None | None | 5 | 1 | MULTI-SPACE STALL | NO | DISTRICT 0 | None | None | 0MS | MS | 0.25 | None | None | None | None | None | None | None | None | 1/1/2017 12:00:00 AM | None | ACTIVE | ACTIVE |
| 5 | 6 | 771660.497290969 | 2953653.00207214 | 6 | 450006 | Parkeon | 08:00AM-08:00PM MON-SAT $0.25 120 | None | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 08:00PM-24:00AM MON-SAT | None | None | None | S | ARLI | NEWBURY ST A-B | 1 | None | -71.072729 | 42.352181 | None | None | None | 6 | 1 | MULTI-SPACE STALL | NO | DISTRICT 0 | None | 888 | 0MS | MS | 0.25 | None | None | None | None | None | None | None | None | 1/1/2017 12:00:00 AM | None | ACTIVE | ACTIVE |
| 6 | 7 | 771322.094424471 | 2953593.72955289 | 7 | 450007 | Parkeon | 08:00AM-08:00PM MON-SAT $0.25 120 | None | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 08:00PM-24:00AM MON-SAT | None | None | None | N | BERK | NEWBURY ST B-C | 1 | None | -71.073982 | 42.352023 | None | None | None | 7 | 1 | MULTI-SPACE STALL | NO | DISTRICT 0 | None | 889 | 0MS | MS | 0.25 | None | None | None | None | None | None | None | None | 1/1/2017 12:00:00 AM | None | ACTIVE | ACTIVE |
| 7 | 8 | 771350.855193719 | 2953518.07222389 | 8 | 450008 | Parkeon | 08:00AM-08:00PM MON-SAT $0.25 120 | None | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 08:00PM-24:00AM MON-SAT | None | None | None | S | BERK | NEWBURY ST B-C | 1 | None | -71.073877 | 42.351815 | None | None | None | 8 | 1 | MULTI-SPACE STALL | NO | DISTRICT 0 | None | 890 | 0MS | MS | 0.25 | None | None | None | None | None | None | None | None | 1/1/2017 12:00:00 AM | None | ACTIVE | ACTIVE |
| 8 | 9 | 771209.320043728 | 2953550.5285238 | 9 | 450009 | Parkeon | 08:00AM-08:00PM MON-SAT $0.25 120 | None | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 08:00PM-24:00AM MON-SAT | None | None | None | N | BERK | NEWBURY ST B-C | 1 | None | -71.0744 | 42.351906 | None | None | None | 9 | 1 | MULTI-SPACE STALL | NO | DISTRICT 0 | None | None | 0MS | MS | 0.25 | None | None | None | None | None | None | None | None | 1/1/2017 12:00:00 AM | None | ACTIVE | ACTIVE |
| 9 | 10 | 771229.956485391 | 2953477.74586098 | 10 | 450010 | Parkeon | 08:00AM-08:00PM MON-SAT $0.25 120 | None | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 08:00PM-24:00AM MON-SAT | None | None | None | S | BERK | NEWBURY ST B-C | 1 | None | -71.074325 | 42.351706 | None | None | None | 10 | 1 | MULTI-SPACE STALL | NO | DISTRICT 0 | None | None | 0MS | MS | 0.25 | None | None | None | None | None | None | None | None | 1/1/2017 12:00:00 AM | None | ACTIVE | ACTIVE |
| _id | X | Y | OBJECTID | METER_ID | VENDOR | PAY_POLICY | PRE_PAY | PARK_NO_PAY | GREEN_DOME | TOW_AWAY | STREET_CLEANING | DIR | BLK_NO | STREET | LOCK_ | LOCK__ | LONGITUDE | LATITUDE | TRAVEL_DIRECTION | FROM_INTERSECTION | TO_INTERSECTION | SPACE_NUMBER | NUMBEROFSPACES | METER_TYPE | HAS_SENSOR | G_DISTRICT | G_PASSPORT_ZONES | G_PM_ZONE | G_SUBZONE | G_ZONE | BASE_RATE | POLE_MOUNT | YOKE | HOUSING_TYPE | HOUSING_MANUFACTURER | SIDEWALKGE | COIN_SLOTLE | METER_CONDITION | PERMIT_RATE | INSTALLED_ON | PURCHASED_DATE | METER_STATE | SPACE_STATE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 6945 | 6946 | 760928.850119144 | 2953016.47119297 | 6946 | None | IPS | 08:00AM-06:00PM MON-SAT $0.25 120 | None | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 06:00PM-24:00AM MON-SAT | None | None | None | S | AMOR | COMMONWEALTH AV | 1 | None | -71.112441 | 42.350575 | None | None | None | None | 1 | SINGLE-SPACE | NO | DISTRICT 0 | None | None | 0KE | KE | 0.25 | None | None | None | None | None | None | None | None | 4/1/2017 1:00:00 AM | None | ACTIVE | ACTIVE |
| 6946 | 6947 | 760959.686999723 | 2953011.87376122 | 6947 | None | IPS | 08:00AM-06:00PM MON-SAT $0.25 120 | None | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 06:00PM-24:00AM MON-SAT | None | None | None | S | AMOR | COMMONWEALTH AV | 1 | None | -71.112327 | 42.350562 | None | None | None | None | 1 | SINGLE-SPACE | NO | DISTRICT 0 | None | None | 0KE | KE | 0.25 | None | None | None | None | None | None | None | None | 4/1/2017 1:00:00 AM | None | ACTIVE | ACTIVE |
| 6947 | 6948 | 760990.525848806 | 2953006.91182889 | 6948 | None | IPS | 08:00AM-06:00PM MON-SAT $0.25 120 | None | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 06:00PM-24:00AM MON-SAT | None | None | None | S | AMOR | COMMONWEALTH AV | 1 | None | -71.112213 | 42.350548 | None | None | None | None | 1 | SINGLE-SPACE | NO | DISTRICT 0 | None | None | 0KE | KE | 0.25 | None | None | None | None | None | None | None | None | 4/1/2017 1:00:00 AM | None | ACTIVE | ACTIVE |
| 6948 | 6949 | 761021.362729385 | 2953002.31439714 | 6949 | None | IPS | 08:00AM-06:00PM MON-SAT $0.25 120 | None | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 06:00PM-24:00AM MON-SAT | None | None | None | S | AMOR | COMMONWEALTH AV | 1 | None | -71.112099 | 42.350535 | None | None | None | None | 1 | SINGLE-SPACE | NO | DISTRICT 0 | None | None | 0KE | KE | 0.25 | None | None | None | None | None | None | None | None | 4/1/2017 1:00:00 AM | None | ACTIVE | ACTIVE |
| 6949 | 6950 | 761052.199609965 | 2952997.71729347 | 6950 | None | IPS | 08:00AM-06:00PM MON-SAT $0.25 120 | None | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 06:00PM-24:00AM MON-SAT | None | None | None | S | AMOR | COMMONWEALTH AV | 1 | None | -71.111985 | 42.350522 | None | None | None | None | 1 | SINGLE-SPACE | NO | DISTRICT 0 | None | None | 0KE | KE | 0.25 | None | None | None | None | None | None | None | None | 4/1/2017 1:00:00 AM | None | ACTIVE | ACTIVE |
| 6950 | 6951 | 761083.036818638 | 2952993.11986172 | 6951 | None | IPS | 08:00AM-06:00PM MON-SAT $0.25 120 | None | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 06:00PM-24:00AM MON-SAT | None | None | None | S | AMOR | COMMONWEALTH AV | 1 | None | -71.111871 | 42.350509 | None | None | None | None | 1 | SINGLE-SPACE | NO | DISTRICT 0 | None | None | 0KE | KE | 0.25 | None | None | None | None | None | None | None | None | 4/1/2017 1:00:00 AM | None | ACTIVE | ACTIVE |
| 6951 | 6952 | 761113.875667721 | 2952988.15825747 | 6952 | None | IPS | 08:00AM-06:00PM MON-SAT $0.25 120 | None | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 06:00PM-24:00AM MON-SAT | None | None | None | S | AMOR | COMMONWEALTH AV | 1 | None | -71.111757 | 42.350495 | None | None | None | None | 1 | SINGLE-SPACE | NO | DISTRICT 0 | None | None | 0KE | KE | 0.25 | None | None | None | None | None | None | None | None | 4/1/2017 1:00:00 AM | None | ACTIVE | ACTIVE |
| 6952 | 6953 | 761144.712548301 | 2952983.56115381 | 6953 | None | IPS | 08:00AM-06:00PM MON-SAT $0.25 120 | None | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 06:00PM-24:00AM MON-SAT | None | None | None | S | AMOR | COMMONWEALTH AV | 1 | None | -71.111643 | 42.350482 | None | None | None | None | 1 | SINGLE-SPACE | NO | DISTRICT 0 | None | None | 0KE | KE | 0.25 | None | None | None | None | None | None | None | None | 4/1/2017 1:00:00 AM | None | ACTIVE | ACTIVE |
| 6953 | 6954 | 761175.549756974 | 2952978.96405014 | 6954 | None | IPS | 08:00AM-06:00PM MON-SAT $0.25 120 | None | 00:00AM-24:00AM SUN, 00:00AM-08:00AM MON-SAT, 06:00PM-24:00AM MON-SAT | None | None | None | S | AMOR | COMMONWEALTH AV | 1 | None | -71.111529 | 42.350469 | None | None | None | None | 1 | SINGLE-SPACE | NO | DISTRICT 0 | None | None | 0KE | KE | 0.25 | None | None | None | None | None | None | None | None | 4/1/2017 1:00:00 AM | None | ACTIVE | ACTIVE |
| 6954 | 6955 | None | None | 6955 | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None |